Michael DeWeese: Difference between revisions

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'''Selected manuscripts in preparation:'''
'''Selected manuscripts in preparation:'''


*H.    M. Mudigonda, J. Sohl-Dickstein, M.R. DeWeese, S. Ganguli, and B. Olshausen.  Reduced Flipping in Hamiltonian Markov Chain Monte Carlo algorithms. (in preparation)
*h.    M. Mudigonda, J. Sohl-Dickstein, M.R. DeWeese, S. Ganguli, and B. Olshausen.  Reduced Flipping in Hamiltonian Markov Chain Monte Carlo algorithms. (in preparation)


*G.  N. Carlson, V.L. Ming, and M.R. DeWeese.  Probe stimuli affect receptive field estimation of model auditory neurons optimized to represent speech efficiently. (in preparation)
*g.  N. Carlson, V.L. Ming, and M.R. DeWeese.  Probe stimuli affect receptive field estimation of model auditory neurons optimized to represent speech efficiently. (in preparation)


*F. S. Marzen, J. Zylberberg, and M.R. DeWeese.  The effect of natural scene statistics and oculomotor strategy on binocular disparity and ocular dominance maps. (in preparation)
*f. S. Marzen, J. Zylberberg, and M.R. DeWeese.  The effect of natural scene statistics and oculomotor strategy on binocular disparity and ocular dominance maps. (in preparation)


*E.  S. Corinaldi and M.R. DeWeese.  A network model of task switching optimized to minimize errors predicts several counterintuitive features of human behavioral data. (in preparation).
*e.  S. Corinaldi and M.R. DeWeese.  A network model of task switching optimized to minimize errors predicts several counterintuitive features of human behavioral data. (in preparation).


*D.  C. Rodgers and M.R. DeWeese.  Task-dependent anticipatory activity in both prefrontal cortex and auditory cortex during a purely auditory selective attention task. (in preparation).
*d.  C. Rodgers and M.R. DeWeese.  Task-dependent anticipatory activity in both prefrontal cortex and auditory cortex during a purely auditory selective attention task. (in preparation).


'''Submitted manuscripts:'''   
'''Submitted manuscripts:'''   


*C.  B. Albanna, C. Hillar, J. Sohl-Dickstein, and M.R. DeWeese.  [https://redwood.berkeley.edu/w/images/8/8a/Albanna_Hillar_SohlDickstein_DeWeese_min_entropy_preprint.pdf Minimum and maximum entropy solutions for binary systems with known means and pairwise correlations.] (submitted).
*c.  B. Albanna, C. Hillar, J. Sohl-Dickstein, and M.R. DeWeese.  [https://redwood.berkeley.edu/w/images/8/8a/Albanna_Hillar_SohlDickstein_DeWeese_min_entropy_preprint.pdf Minimum and maximum entropy solutions for binary systems with known means and pairwise correlations.] (submitted).


*B.  J. Zylberberg and M.R. DeWeese.  [https://redwood.berkeley.edu/w/images/d/d5/Zylberberg_DeWeese_decreasing_sparseness_V1_development_preprint.pdf A model of primary visual cortex can exhibit decreasing sparseness while learning a sparse code for natural images.] (submitted).
*b.  J. Zylberberg and M.R. DeWeese.  [https://redwood.berkeley.edu/w/images/d/d5/Zylberberg_DeWeese_decreasing_sparseness_V1_development_preprint.pdf A model of primary visual cortex can exhibit decreasing sparseness while learning a sparse code for natural images.] (submitted).


*A.    A.j. Apicella and M.R. DeWeese.  [https://redwood.berkeley.edu/w/images/2/2c/Apicella_DeWeese_neural_mechanisms_spatial_hearing_rat_A1_preprint.pdf Circuit mechanisms that contribute to spatial tuning in primary auditory cortex.] (submitted).
*a.    A.j. Apicella and M.R. DeWeese.  [https://redwood.berkeley.edu/w/images/2/2c/Apicella_DeWeese_neural_mechanisms_spatial_hearing_rat_A1_preprint.pdf Circuit mechanisms that contribute to spatial tuning in primary auditory cortex.] (submitted).


'''All publications:'''
'''All publications:'''

Revision as of 18:54, 22 January 2013

Here is my short CV and below is my publication list including some preprints. Most papers are available here as PDFs.

Selected manuscripts in preparation:

  • h. M. Mudigonda, J. Sohl-Dickstein, M.R. DeWeese, S. Ganguli, and B. Olshausen. Reduced Flipping in Hamiltonian Markov Chain Monte Carlo algorithms. (in preparation)
  • g. N. Carlson, V.L. Ming, and M.R. DeWeese. Probe stimuli affect receptive field estimation of model auditory neurons optimized to represent speech efficiently. (in preparation)
  • f. S. Marzen, J. Zylberberg, and M.R. DeWeese. The effect of natural scene statistics and oculomotor strategy on binocular disparity and ocular dominance maps. (in preparation)
  • e. S. Corinaldi and M.R. DeWeese. A network model of task switching optimized to minimize errors predicts several counterintuitive features of human behavioral data. (in preparation).
  • d. C. Rodgers and M.R. DeWeese. Task-dependent anticipatory activity in both prefrontal cortex and auditory cortex during a purely auditory selective attention task. (in preparation).

Submitted manuscripts:

All publications:

  • 23. J. Sohl-Dickstein, P. Battaglino, and M.R. DeWeese. Minimum Probability Flow Learning. Proceedings of the 28th International Conference on Machine Learning (Bellevue, WA) (2011).
  • 11. M.R. DeWeese and A.M. Zador. Binary coding in auditory cortex. In Advances in Neural Information Processing Systems. MIT Press, Cambridge, MA, Vol. 15, 101 (2003).
  • 5. M.R. DeWeese. Optimization principles for the neural code. Network 7, 325-331 (1996).